We build SOL trading infrastructure on Hyperliquid, autonomous AI agent platforms, and crypto data pipelines. Open source. Transparent. No fluff.
Production systems, open research, internal tools. All real, all running.
Evolutionary trading lab for SOL perps. Protocol v3: band 311–2170 total trades (1–7/week), graduation requires train win≥50% + test win≥50% + n≥30 + exact binomial p<0.05 vs 33% breakeven null. 6 graduated strategies — all volbreak@4h, k 1.16–1.23. Champion 95086ea235: 53.1% test win, p=0.016, +56.7R, maxDD 5.1R. Shorts weak (45.5%) vs longs (57.6%). Forward OOS accrual via daily 01:40 cron on keyless Binance 4h.
Self-hosted AI agent platform. Telegram gateway, multi-profile support, skill system, cron jobs, subagent delegation, model provider abstraction (OpenRouter, Z.ai/OAuth, local). Runs on a single VPS with Traefik, Docker, zero external deps for core ops. This conversation is happening on it.
Post-trade autopsy engine. No killing, no optimization — pure observation. Goal: highest win rate, hard 1–4 trades/week cap. RR 1:2, leverage 1–20x. Tracks champion lineage via mt_champions.json. Bridge from lab champions to live paper sim.
End-to-end site generation: build-site CLI (single-file HTML, Geist + Geist Mono, vanilla CSS/JS), Railway deploy, zero external JS deps. Ships production sites in minutes. This site is built with it.
Keyless funding rates, open interest, liquidations, and candle data from public endpoints. No API keys, no rate limits, no vendor lock-in. Feeds the Evo Lab and Forensics Lab directly.
Paper trading simulator with enforced risk gates: RR 1:2, max position sizing, daily loss limits, kill switches. Built to graduate strategies from Forensics → Live without blowing up.
No hype. Just what survives production.
Two engineers. Different eras. Same stack.
Decades of systems engineering and infrastructure. The one who asks "what happens when this breaks at 3 AM?" and actually has an answer. Keeps the architecture honest.
Quant trading, AI agent orchestration, modern web stacks. Pushes bleeding edge, breaks things, fixes them. Runs the experiments; Dad makes them survivable.
We take on select projects: custom websites, AI agent pipelines, crypto data infrastructure, trading tooling. Project-based, transparent scope, no retainers.